Originality: Investigated two important issues, namely, the stability and the on-line computation, in the application of continuous attractor in neural systems. Rigor: Using a simple model and rigorous mathematic analysis. Significance: this work answers two important concerns as stated above in the field. Outlet/Citation: Top Network Communication journal. (Comments: in my view this is a very solid work, but surprisingly, so far no citation).